Items where authors include "Yamaguchi, A."

Article

Nepogodiev, D., Nepogodiev, D., Kamarajah, S.K. et al. (23258 more authors) (2026) 30-day postoperative mortality and the effects of hospital preparedness during the COVID-19 pandemic: a pooled analysis of prospective international cohort studies. The Lancet Regional Health - Europe, 62. 101566. ISSN 2666-7762

Yamaguchi, A. orcid.org/0000-0001-8327-7598, Villavicencio, A. and Aletras, N. (2026) How can we effectively expand the vocabulary of LLMs with 0.01GB of target language text? Computational Linguistics, 52 (1). pp. 295-330. ISSN 0891-2017

Yamaguchi, A. orcid.org/0000-0001-8327-7598, Morishita, T., Villavicencio, A. et al. (1 more author) (2025) Adapting chat language models using only target unlabeled language data. Transactions on Machine Learning Research, 2025 (09). ISSN 2835-8856

Yamaguchi, A., Chrysostomou, G., Margatina, K. et al. (1 more author) (2021) Frustratingly simple pretraining alternatives to masked language modeling. arXiv. (Submitted)

Proceedings Paper

Yamaguchi, A. orcid.org/0000-0001-8327-7598, Mi, M. and Aletras, N. (2026) Enhancing linguistic competence of language models through pre-training with language learning tasks. In: Liakata, M., Moreira, V.P., Zhang, J. and Jurgens, D., (eds.) Proceedings of 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026). 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026), 02-07 Jul 2026, San Diego, California. Association for Computational Linguistics (ACL) , 2 , pp. 316-336. ISBN 9798891763913

Yamaguchi, A. orcid.org/0000-0001-8327-7598, Morishita, T., Villavicencio, A. et al. (1 more author) (2026) Mitigating catastrophic forgetting in target language adaptation of LLMs via Source-Shielded Updates. In: Liakata, M., Moreira, V.P., Zhang, J. and Jurgens, D., (eds.) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026). 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026), 02-07 Jul 2026, San Diego, California. Association for Computational Linguistics (ACL) , pp. 18949-18975. ISBN 9798891763906

Morishita, T., Morio, G., Yamaguchi, A. orcid.org/0000-0001-8327-7598 et al. (1 more author) (2025) Enhancing reasoning capabilities of LLMs via principled synthetic logic corpus. In: Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. and Zhang, C., (eds.) Advances in Neural Information Processing Systems (NeurIPS 2024). 38th Annual Conference on Neural Information Processing Systems (NeurIPS 2024), 10-15 Dec 2024, Vancouver, Canada. NeurIPS . ISBN 9798331314385

Yamaguchi, A. orcid.org/0000-0001-8327-7598, Villavicencio, A. and Aletras, N. (2024) An empirical study on cross-lingual vocabulary adaptation for efficient language model inference. In: Al-Onaizan, Y., Bansal, M. and Chen, Y.-N., (eds.) Findings of the Association for Computational Linguistics: EMNLP 2024. The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024), 12-16 Nov 2024, Miami, Florida, USA. Association for Computational Linguistics , pp. 6760-6785. ISBN 9798891761681